imc · Hong Kong, Hong Kong; Sydney, Australia
Skills: Python
IMC is seeking a Deep Learning Researcher with a proven track record of developing and applying state-of-the-art deep learning techniques to solve complex real-world problems. This individual will join a team that is leading the advancement of deep learning research and infrastructure, including large-scale pre-training, predictive modeling and representation learning, to increasingly shape our trading. The ideal candidate has deep expertise in modern AI and machine learning research and a passion for applying cutting-edge techniques to new domains. Prior financial industry experience is not required. We are looking for someone who can bring fresh perspectives, rigorous scientific thinking, and strong technical leadership to help build a world-class deep learning capability at IMC. This is an opportunity to work at the intersection of AI research and quantitative trading, leading efforts spanning modern neural network architectures, self-supervised learning, foundation models, generative AI, reinforcement learning, and custom deep learning approaches designed for financial markets. Your Core Responsibilities: Build and improve advanced deep learning models to enhance trading performance across multiple asset classes Innovate in areas such as representation learning, transformers, foundation models, generative AI, reinforcement learning, and other emerging deep learning techniques Research, prototype, and evaluate novel neural network architectures and training methodologies applicable to market state prediction, signal generation, execution optimization, and portfolio construction Support large-scale data curation, feature representation, self-supervised learning, and multimodal learning from structured and unstructured datasets Partner with quantitative traders, researchers, and engineers to translate market insights and business objectives into scalable deep learning solutions Stay at the forefront of academic and industry developments in deep learning and share r…
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